{"id":"W2593880467","doi":"","title":"Classifying Pentavalent Symmetric Graphs Of Order 40p.","year":2017,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Order (exchange); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004479204,0.0001442169,0.0002283244,0.0002515309,0.0004478029,0.0002009284,0.001501006,0.00007274497,0.000009689975],"category_scores_gemma":[0.0002181502,0.0001316139,0.00009904556,0.000499121,0.0001224933,0.0004269897,0.000495125,0.0001486701,0.00004485292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001735709,"about_ca_system_score_gemma":0.00005790862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231902,"about_ca_topic_score_gemma":0.00000256071,"domain_scores_codex":[0.9986032,0.00004894572,0.0002967743,0.0003632151,0.000399936,0.0002879592],"domain_scores_gemma":[0.9977539,0.0000802396,0.0003297617,0.00146577,0.000252943,0.0001173864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002301272,0.0001114283,0.01072321,0.00001846365,0.00002027838,0.000006809267,0.00008402847,0.000005227699,0.0007483715,0.9837949,0.0009645323,0.003520424],"study_design_scores_gemma":[0.0008834025,0.0001047038,0.01511185,0.00005206296,0.00001176746,0.00000532913,0.00001078311,0.002358448,0.003686858,0.977199,0.0003970342,0.0001788327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840879,0.0006771801,0.000475936,0.0008753348,0.005084609,0.0001863428,0.000001467522,0.0001643695,0.008446801],"genre_scores_gemma":[0.9942026,0.00006387076,0.005466909,0.00008868925,8.142481e-7,0.000006792385,8.530956e-7,0.00001023396,0.0001592517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011463,"threshold_uncertainty_score":0.5367059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552037348912186,"score_gpt":0.2623381321734811,"score_spread":0.2368177586843592,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}